talk-stage1-extract
Talk Stage 1: Extract
Transforms raw material (article, transcript, notes, or a mix) into a structured summary ready for the pipeline's downstream stages. Auto-detects source type.
When to Use This Skill
- Starting a new talk from any source material
- First step of the talk pipeline (always run before other stages)
- Auditing existing source material before committing to a talk
What This Skill Does
- Collects metadata — asks for slug, event, date, duration, audience, mode if not provided
- Reads the source — loads the source file or inline content
- Detects source type — REX (real-world proof) vs Concept (ideas/thesis) based on content signals
- Extracts the narrative arc — chronological for REX, thematic for Concept
- Extracts metrics — every measurable number with its source
- Identifies main themes — 3-7 themes
- Flags gaps — what's missing for a complete talk
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